Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 33819106 |
| Missing cells | 2078068 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.9 GiB |
| Average record size in memory | 376.7 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 3 |
| Text | 2 |
eval_set is highly imbalanced (75.3%) | Imbalance |
days_since_prior_order has 2078068 (6.1%) missing values | Missing |
order_dow has 6533692 (19.3%) zeros | Zeros |
days_since_prior_order has 465742 (1.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-14 22:49:43.382485 |
|---|---|
| Analysis finished | 2024-02-15 01:06:42.936035 |
| Duration | 2 hours, 16 minutes and 59.55 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
order_id
Real number (ℝ)
| Distinct | 3346083 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1710566.3 |
| Minimum | 1 |
|---|---|
| Maximum | 3421083 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 170921 |
| Q1 | 855413 |
| median | 1710660 |
| Q3 | 2565587 |
| 95-th percentile | 3250188 |
| Maximum | 3421083 |
| Range | 3421082 |
| Interquartile range (IQR) | 1710174 |
Descriptive statistics
| Standard deviation | 987400.76 |
|---|---|
| Coefficient of variation (CV) | 0.57723619 |
| Kurtosis | -1.1994394 |
| Mean | 1710566.3 |
| Median Absolute Deviation (MAD) | 855085 |
| Skewness | -0.00021110288 |
| Sum | 5.7849823 × 1013 |
| Variance | 9.7496026 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1564244 | 145 | < 0.1% |
| 790903 | 137 | < 0.1% |
| 61355 | 127 | < 0.1% |
| 2970392 | 121 | < 0.1% |
| 2069920 | 116 | < 0.1% |
| 3308010 | 115 | < 0.1% |
| 2753324 | 114 | < 0.1% |
| 2499774 | 112 | < 0.1% |
| 77151 | 109 | < 0.1% |
| 2621625 | 109 | < 0.1% |
| Other values (3346073) | 33817901 |
| Value | Count | Frequency (%) |
| 1 | 8 | < 0.1% |
| 2 | 9 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 13 | |
| 5 | 26 | |
| 6 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 15 | |
| 10 | 15 |
| Value | Count | Frequency (%) |
| 3421083 | 10 | |
| 3421082 | 7 | |
| 3421081 | 7 | |
| 3421080 | 9 | |
| 3421079 | 1 | < 0.1% |
| 3421078 | 9 | |
| 3421077 | 4 | < 0.1% |
| 3421076 | 8 | |
| 3421075 | 8 | |
| 3421074 | 4 | < 0.1% |
product_id
Real number (ℝ)
| Distinct | 49685 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25575.515 |
| Minimum | 1 |
|---|---|
| Maximum | 49688 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3376 |
| Q1 | 13519 |
| median | 25256 |
| Q3 | 37935 |
| 95-th percentile | 47565 |
| Maximum | 49688 |
| Range | 49687 |
| Interquartile range (IQR) | 24416 |
Descriptive statistics
| Standard deviation | 14097.697 |
|---|---|
| Coefficient of variation (CV) | 0.5512185 |
| Kurtosis | -1.14135 |
| Mean | 25575.515 |
| Median Absolute Deviation (MAD) | 12080 |
| Skewness | -0.021181543 |
| Sum | 8.6494104 × 1011 |
| Variance | 1.9874505 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24852 | 491291 | 1.5% |
| 13176 | 394930 | 1.2% |
| 21137 | 275577 | 0.8% |
| 21903 | 251705 | 0.7% |
| 47209 | 220877 | 0.7% |
| 47766 | 184224 | 0.5% |
| 47626 | 160792 | 0.5% |
| 16797 | 149445 | 0.4% |
| 26209 | 146660 | 0.4% |
| 27845 | 142813 | 0.4% |
| Other values (49675) | 31400792 |
| Value | Count | Frequency (%) |
| 1 | 1928 | |
| 2 | 94 | < 0.1% |
| 3 | 283 | < 0.1% |
| 4 | 351 | < 0.1% |
| 5 | 16 | < 0.1% |
| 6 | 8 | < 0.1% |
| 7 | 31 | < 0.1% |
| 8 | 178 | < 0.1% |
| 9 | 161 | < 0.1% |
| 10 | 2691 |
| Value | Count | Frequency (%) |
| 49688 | 93 | < 0.1% |
| 49687 | 14 | < 0.1% |
| 49686 | 127 | < 0.1% |
| 49685 | 49 | < 0.1% |
| 49684 | 9 | < 0.1% |
| 49683 | 99728 | |
| 49682 | 113 | < 0.1% |
| 49681 | 78 | < 0.1% |
| 49680 | 1064 | < 0.1% |
| 49679 | 136 | < 0.1% |
add_to_cart_order
Real number (ℝ)
| Distinct | 145 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3677376 |
| Minimum | 1 |
|---|---|
| Maximum | 145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 22 |
| Maximum | 145 |
| Range | 144 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.1395401 |
|---|---|
| Coefficient of variation (CV) | 0.85322228 |
| Kurtosis | 5.5752723 |
| Mean | 8.3677376 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.8123897 |
| Sum | 2.829894 × 108 |
| Variance | 50.973033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3346083 | 9.9% |
| 2 | 3182490 | 9.4% |
| 3 | 2988129 | 8.8% |
| 4 | 2773069 | 8.2% |
| 5 | 2542770 | 7.5% |
| 6 | 2305545 | 6.8% |
| 7 | 2069162 | 6.1% |
| 8 | 1840615 | 5.4% |
| 9 | 1629258 | 4.8% |
| 10 | 1437694 | 4.3% |
| Other values (135) | 9704291 |
| Value | Count | Frequency (%) |
| 1 | 3346083 | |
| 2 | 3182490 | |
| 3 | 2988129 | |
| 4 | 2773069 | |
| 5 | 2542770 | |
| 6 | 2305545 | |
| 7 | 2069162 | |
| 8 | 1840615 | |
| 9 | 1629258 | |
| 10 | 1437694 |
| Value | Count | Frequency (%) |
| 145 | 1 | |
| 144 | 1 | |
| 143 | 1 | |
| 142 | 1 | |
| 141 | 1 | |
| 140 | 1 | |
| 139 | 1 | |
| 138 | 1 | |
| 137 | 2 | |
| 136 | 2 |
reordered
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 GiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 33819106 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 19955360 | |
| 0 | 13863746 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 19955360 | |
| 0 | 13863746 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 19955360 | |
| 0 | 13863746 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 33819106 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 19955360 | |
| 0 | 13863746 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33819106 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 19955360 | |
| 0 | 13863746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33819106 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 19955360 | |
| 0 | 13863746 |
product_name
Text
| Distinct | 49685 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 GiB |
Length
| Max length | 159 |
|---|---|
| Median length | 124 |
| Mean length | 25.039137 |
| Min length | 3 |
Characters and Unicode
| Total characters | 846801236 |
|---|---|
| Distinct characters | 112 |
| Distinct categories | 14 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 7 ? |
Unique
| Unique | 102 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Organic Egg Whites |
|---|---|
| 2nd row | Organic Egg Whites |
| 3rd row | Organic Egg Whites |
| 4th row | Organic Egg Whites |
| 5th row | Organic Egg Whites |
| Value | Count | Frequency (%) |
| organic | 10647762 | 8.3% |
| 2102315 | 1.6% | |
| milk | 1815686 | 1.4% |
| cheese | 1526255 | 1.2% |
| yogurt | 1408187 | 1.1% |
| whole | 1278905 | 1.0% |
| free | 1203249 | 0.9% |
| original | 1039155 | 0.8% |
| water | 1034453 | 0.8% |
| baby | 1033852 | 0.8% |
| Other values (12050) | 105843821 |
Most occurring characters
| Value | Count | Frequency (%) |
| 95298771 | 11.3% | |
| e | 79500100 | 9.4% |
| a | 72043893 | 8.5% |
| r | 59745631 | 7.1% |
| i | 49944474 | 5.9% |
| n | 46247525 | 5.5% |
| o | 37243085 | 4.4% |
| l | 35052759 | 4.1% |
| t | 34937731 | 4.1% |
| s | 28299573 | 3.3% |
| Other values (102) | 308487694 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 615403153 | |
| Uppercase Letter | 125012253 | 14.8% |
| Space Separator | 95305265 | 11.3% |
| Other Punctuation | 5593466 | 0.7% |
| Decimal Number | 4009771 | 0.5% |
| Dash Punctuation | 994372 | 0.1% |
| Close Punctuation | 161110 | < 0.1% |
| Open Punctuation | 161110 | < 0.1% |
| Math Symbol | 89218 | < 0.1% |
| Other Symbol | 70603 | < 0.1% |
| Other values (4) | 915 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 79500100 | |
| a | 72043893 | |
| r | 59745631 | |
| i | 49944474 | 8.1% |
| n | 46247525 | 7.5% |
| o | 37243085 | 6.1% |
| l | 35052759 | 5.7% |
| t | 34937731 | 5.7% |
| s | 28299573 | 4.6% |
| c | 27358183 | 4.4% |
| Other values (29) | 145030199 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 15335757 | |
| S | 14160214 | |
| O | 14159001 | |
| B | 12856452 | 10.3% |
| P | 7925411 | 6.3% |
| F | 6229105 | 5.0% |
| M | 6012593 | 4.8% |
| G | 5840883 | 4.7% |
| A | 5110267 | 4.1% |
| R | 4898369 | 3.9% |
| Other values (16) | 32484201 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 1964483 | |
| , | 1475039 | |
| % | 1328625 | |
| ' | 317239 | 5.7% |
| / | 203451 | 3.6% |
| ! | 101512 | 1.8% |
| . | 99198 | 1.8% |
| : | 38189 | 0.7% |
| \ | 26695 | 0.5% |
| " | 26695 | 0.5% |
| Other values (5) | 12340 | 0.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1393534 | |
| 1 | 902835 | |
| 2 | 760298 | |
| 3 | 269733 | 6.7% |
| 5 | 164604 | 4.1% |
| 4 | 162011 | 4.0% |
| 9 | 121074 | 3.0% |
| 8 | 90551 | 2.3% |
| 7 | 73228 | 1.8% |
| 6 | 71903 | 1.8% |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 43448 | |
| ™ | 26961 | |
| � | 144 | 0.2% |
| ° | 50 | 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 990913 | |
| ‑ | 3223 | 0.3% |
| – | 236 | < 0.1% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ´ | 152 | |
| ˚ | 12 | 6.9% |
| ` | 10 | 5.7% |
Space Separator
| Value | Count | Frequency (%) |
| 95298771 | ||
| 6494 | < 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 161060 | |
| } | 50 | < 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 161060 | |
| { | 50 | < 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 84567 | |
| = | 4651 | 5.2% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 154 | |
| ” | 9 | 5.5% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 360 |
Control
| Value | Count | Frequency (%) |
| | 218 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 740413517 | |
| Common | 106385830 | 12.6% |
| Cyrillic | 1889 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 79500100 | 10.7% |
| a | 72043893 | 9.7% |
| r | 59745631 | 8.1% |
| i | 49944474 | 6.7% |
| n | 46247525 | 6.2% |
| o | 37243085 | 5.0% |
| l | 35052759 | 4.7% |
| t | 34937731 | 4.7% |
| s | 28299573 | 3.8% |
| c | 27358183 | 3.7% |
| Other values (54) | 270040563 |
Common
| Value | Count | Frequency (%) |
| 95298771 | ||
| & | 1964483 | 1.8% |
| , | 1475039 | 1.4% |
| 0 | 1393534 | 1.3% |
| % | 1328625 | 1.2% |
| - | 990913 | 0.9% |
| 1 | 902835 | 0.8% |
| 2 | 760298 | 0.7% |
| ' | 317239 | 0.3% |
| 3 | 269733 | 0.3% |
| Other values (37) | 1684360 | 1.6% |
Cyrillic
| Value | Count | Frequency (%) |
| е | 1889 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 846698862 | |
| None | 69746 | < 0.1% |
| Letterlike Symbols | 26961 | < 0.1% |
| Punctuation | 3622 | < 0.1% |
| Cyrillic | 1889 | < 0.1% |
| Specials | 144 | < 0.1% |
| Modifier Letters | 12 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 95298771 | 11.3% | |
| e | 79500100 | 9.4% |
| a | 72043893 | 8.5% |
| r | 59745631 | 7.1% |
| i | 49944474 | 5.9% |
| n | 46247525 | 5.5% |
| o | 37243085 | 4.4% |
| l | 35052759 | 4.1% |
| t | 34937731 | 4.1% |
| s | 28299573 | 3.3% |
| Other values (77) | 308385320 |
None
| Value | Count | Frequency (%) |
| ® | 43448 | |
| é | 11850 | 17.0% |
| 6494 | 9.3% | |
| ñ | 4043 | 5.8% |
| è | 2703 | 3.9% |
| í | 469 | 0.7% |
| | 218 | 0.3% |
| ´ | 152 | 0.2% |
| â | 115 | 0.2% |
| ç | 68 | 0.1% |
| Other values (7) | 186 | 0.3% |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 26961 |
Punctuation
| Value | Count | Frequency (%) |
| ‑ | 3223 | |
| – | 236 | 6.5% |
| ’ | 154 | 4.3% |
| ” | 9 | 0.2% |
Cyrillic
| Value | Count | Frequency (%) |
| е | 1889 |
Specials
| Value | Count | Frequency (%) |
| � | 144 |
Modifier Letters
| Value | Count | Frequency (%) |
| ˚ | 12 |
aisle_id
Real number (ℝ)
| Distinct | 134 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.217985 |
| Minimum | 1 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 31 |
| median | 83 |
| Q3 | 107 |
| 95-th percentile | 123 |
| Maximum | 134 |
| Range | 133 |
| Interquartile range (IQR) | 76 |
Descriptive statistics
| Standard deviation | 38.198982 |
|---|---|
| Coefficient of variation (CV) | 0.53636706 |
| Kurtosis | -1.3243685 |
| Mean | 71.217985 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | -0.16791174 |
| Sum | 2.4085286 × 109 |
| Variance | 1459.1622 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 3792661 | 11.2% |
| 83 | 3568630 | 10.6% |
| 123 | 1843806 | 5.5% |
| 120 | 1507583 | 4.5% |
| 21 | 1021462 | 3.0% |
| 84 | 923659 | 2.7% |
| 115 | 878150 | 2.6% |
| 107 | 753739 | 2.2% |
| 91 | 664493 | 2.0% |
| 112 | 608469 | 1.8% |
| Other values (124) | 18256454 |
| Value | Count | Frequency (%) |
| 1 | 74864 | 0.2% |
| 2 | 86364 | 0.3% |
| 3 | 473835 | |
| 4 | 210604 | |
| 5 | 65415 | 0.2% |
| 6 | 38086 | 0.1% |
| 7 | 35391 | 0.1% |
| 8 | 36372 | 0.1% |
| 9 | 228123 | |
| 10 | 9620 | < 0.1% |
| Value | Count | Frequency (%) |
| 134 | 11659 | < 0.1% |
| 133 | 19580 | 0.1% |
| 132 | 6455 | < 0.1% |
| 131 | 277935 | |
| 130 | 164516 | |
| 129 | 203452 | |
| 128 | 201650 | |
| 127 | 42905 | 0.1% |
| 126 | 20801 | 0.1% |
| 125 | 37053 | 0.1% |
department_id
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9185436 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 9 |
| Q3 | 16 |
| 95-th percentile | 19 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.281655 |
|---|---|
| Coefficient of variation (CV) | 0.63332433 |
| Kurtosis | -1.5598625 |
| Mean | 9.9185436 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.15202009 |
| Sum | 3.3543628 × 108 |
| Variance | 39.459189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 9888378 | |
| 16 | 5631067 | |
| 19 | 3006412 | 8.9% |
| 7 | 2804175 | 8.3% |
| 1 | 2336858 | 6.9% |
| 13 | 1956819 | 5.8% |
| 3 | 1225181 | 3.6% |
| 15 | 1114857 | 3.3% |
| 20 | 1095540 | 3.2% |
| 9 | 905340 | 2.7% |
| Other values (11) | 3854479 | 11.4% |
| Value | Count | Frequency (%) |
| 1 | 2336858 | 6.9% |
| 2 | 38086 | 0.1% |
| 3 | 1225181 | 3.6% |
| 4 | 9888378 | |
| 5 | 159294 | 0.5% |
| 6 | 281155 | 0.8% |
| 7 | 2804175 | 8.3% |
| 8 | 102221 | 0.3% |
| 9 | 905340 | 2.7% |
| 10 | 35932 | 0.1% |
| Value | Count | Frequency (%) |
| 21 | 77396 | 0.2% |
| 20 | 1095540 | 3.2% |
| 19 | 3006412 | |
| 18 | 438743 | 1.3% |
| 17 | 774652 | 2.3% |
| 16 | 5631067 | |
| 15 | 1114857 | 3.3% |
| 14 | 739069 | 2.2% |
| 13 | 1956819 | 5.8% |
| 12 | 739238 | 2.2% |
user_id
Real number (ℝ)
| Distinct | 206209 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102944.43 |
| Minimum | 1 |
|---|---|
| Maximum | 206209 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10468 |
| Q1 | 51435 |
| median | 102626 |
| Q3 | 154412 |
| 95-th percentile | 195732 |
| Maximum | 206209 |
| Range | 206208 |
| Interquartile range (IQR) | 102977 |
Descriptive statistics
| Standard deviation | 59467.334 |
|---|---|
| Coefficient of variation (CV) | 0.57766444 |
| Kurtosis | -1.2009175 |
| Mean | 102944.43 |
| Median Absolute Deviation (MAD) | 51505 |
| Skewness | 0.0063277961 |
| Sum | 3.4814885 × 1012 |
| Variance | 3.5363638 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 201268 | 3725 | < 0.1% |
| 129928 | 3689 | < 0.1% |
| 164055 | 3089 | < 0.1% |
| 176478 | 2952 | < 0.1% |
| 186704 | 2936 | < 0.1% |
| 137629 | 2931 | < 0.1% |
| 182401 | 2929 | < 0.1% |
| 33731 | 2912 | < 0.1% |
| 108187 | 2760 | < 0.1% |
| 4694 | 2735 | < 0.1% |
| Other values (206199) | 33788448 |
| Value | Count | Frequency (%) |
| 1 | 70 | < 0.1% |
| 2 | 226 | |
| 3 | 88 | < 0.1% |
| 4 | 18 | < 0.1% |
| 5 | 46 | < 0.1% |
| 6 | 14 | < 0.1% |
| 7 | 215 | |
| 8 | 67 | < 0.1% |
| 9 | 98 | |
| 10 | 147 |
| Value | Count | Frequency (%) |
| 206209 | 137 | < 0.1% |
| 206208 | 677 | |
| 206207 | 223 | < 0.1% |
| 206206 | 285 | |
| 206205 | 51 | < 0.1% |
| 206204 | 54 | < 0.1% |
| 206203 | 132 | < 0.1% |
| 206202 | 198 | < 0.1% |
| 206201 | 404 | |
| 206200 | 298 |
eval_set
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 GiB |
| prior | |
|---|---|
| train | 1384617 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 169095530 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | prior |
|---|---|
| 2nd row | prior |
| 3rd row | prior |
| 4th row | prior |
| 5th row | prior |
Common Values
| Value | Count | Frequency (%) |
| prior | 32434489 | |
| train | 1384617 | 4.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| prior | 32434489 | |
| train | 1384617 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 66253595 | |
| i | 33819106 | |
| p | 32434489 | |
| o | 32434489 | |
| t | 1384617 | 0.8% |
| a | 1384617 | 0.8% |
| n | 1384617 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 169095530 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 66253595 | |
| i | 33819106 | |
| p | 32434489 | |
| o | 32434489 | |
| t | 1384617 | 0.8% |
| a | 1384617 | 0.8% |
| n | 1384617 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 169095530 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 66253595 | |
| i | 33819106 | |
| p | 32434489 | |
| o | 32434489 | |
| t | 1384617 | 0.8% |
| a | 1384617 | 0.8% |
| n | 1384617 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 169095530 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 66253595 | |
| i | 33819106 | |
| p | 32434489 | |
| o | 32434489 | |
| t | 1384617 | 0.8% |
| a | 1384617 | 0.8% |
| n | 1384617 | 0.8% |
order_number
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.139977 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 11 |
| Q3 | 24 |
| 95-th percentile | 54 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 17.498287 |
|---|---|
| Coefficient of variation (CV) | 1.0209049 |
| Kurtosis | 3.3469678 |
| Mean | 17.139977 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.7742556 |
| Sum | 5.796587 × 108 |
| Variance | 306.19006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2078068 | 6.1% |
| 3 | 2050731 | 6.1% |
| 2 | 2048332 | 6.1% |
| 4 | 1970180 | 5.8% |
| 5 | 1751959 | 5.2% |
| 6 | 1577566 | 4.7% |
| 7 | 1424796 | 4.2% |
| 8 | 1294793 | 3.8% |
| 9 | 1188834 | 3.5% |
| 10 | 1088920 | 3.2% |
| Other values (90) | 17344927 |
| Value | Count | Frequency (%) |
| 1 | 2078068 | |
| 2 | 2048332 | |
| 3 | 2050731 | |
| 4 | 1970180 | |
| 5 | 1751959 | |
| 6 | 1577566 | |
| 7 | 1424796 | |
| 8 | 1294793 | |
| 9 | 1188834 | |
| 10 | 1088920 |
| Value | Count | Frequency (%) |
| 100 | 7624 | |
| 99 | 12686 | |
| 98 | 13150 | |
| 97 | 13691 | |
| 96 | 14215 | |
| 95 | 14901 | |
| 94 | 15643 | |
| 93 | 15765 | |
| 92 | 16645 | |
| 91 | 17232 |
order_dow
Real number (ℝ)
ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7372854 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 6533692 |
| Zeros (%) | 19.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0932956 |
|---|---|
| Coefficient of variation (CV) | 0.76473414 |
| Kurtosis | -1.3366802 |
| Mean | 2.7372854 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.17983282 |
| Sum | 92572545 |
| Variance | 4.3818865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6533692 | |
| 1 | 5871834 | |
| 6 | 4707583 | |
| 5 | 4386443 | |
| 2 | 4378360 | |
| 3 | 3998498 | |
| 4 | 3942696 |
| Value | Count | Frequency (%) |
| 0 | 6533692 | |
| 1 | 5871834 | |
| 2 | 4378360 | |
| 3 | 3998498 | |
| 4 | 3942696 | |
| 5 | 4386443 | |
| 6 | 4707583 |
| Value | Count | Frequency (%) |
| 6 | 4707583 | |
| 5 | 4386443 | |
| 4 | 3942696 | |
| 3 | 3998498 | |
| 2 | 4378360 | |
| 1 | 5871834 | |
| 0 | 6533692 |
order_hour_of_day
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.431226 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 228031 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 13 |
| Q3 | 16 |
| 95-th percentile | 21 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.2461492 |
|---|---|
| Coefficient of variation (CV) | 0.31614011 |
| Kurtosis | -0.009830582 |
| Mean | 13.431226 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.047226772 |
| Sum | 4.5423205 × 108 |
| Variance | 18.029783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 2874905 | 8.5% |
| 11 | 2852701 | 8.4% |
| 14 | 2810918 | 8.3% |
| 15 | 2780731 | 8.2% |
| 13 | 2778054 | 8.2% |
| 12 | 2732599 | 8.1% |
| 16 | 2647695 | 7.8% |
| 9 | 2550569 | 7.5% |
| 17 | 2186409 | 6.5% |
| 8 | 1787359 | 5.3% |
| Other values (14) | 7817166 |
| Value | Count | Frequency (%) |
| 0 | 228031 | 0.7% |
| 1 | 121412 | 0.4% |
| 2 | 72660 | 0.2% |
| 3 | 53759 | 0.2% |
| 4 | 55714 | 0.2% |
| 5 | 91909 | 0.3% |
| 6 | 302642 | 0.9% |
| 7 | 928239 | 2.7% |
| 8 | 1787359 | |
| 9 | 2550569 |
| Value | Count | Frequency (%) |
| 23 | 419585 | 1.2% |
| 22 | 662053 | 2.0% |
| 21 | 831183 | 2.5% |
| 20 | 1017958 | 3.0% |
| 19 | 1317576 | |
| 18 | 1714445 | |
| 17 | 2186409 | |
| 16 | 2647695 | |
| 15 | 2780731 | |
| 14 | 2810918 |
days_since_prior_order
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2078068 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.364153 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 465742 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 516.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 15 |
| 95-th percentile | 30 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.9405 |
|---|---|
| Coefficient of variation (CV) | 0.78672826 |
| Kurtosis | -0.21991042 |
| Mean | 11.364153 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.0038359 |
| Sum | 3.6071 × 108 |
| Variance | 79.93254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 3586305 | 10.6% |
| 30 | 3477322 | 10.3% |
| 6 | 2592077 | 7.7% |
| 5 | 2180537 | 6.4% |
| 4 | 2126287 | 6.3% |
| 8 | 1995636 | 5.9% |
| 3 | 1914431 | 5.7% |
| 2 | 1492379 | 4.4% |
| 9 | 1262383 | 3.7% |
| 14 | 1082295 | 3.2% |
| Other values (21) | 10031386 | |
| (Missing) | 2078068 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 465742 | 1.4% |
| 1 | 960381 | 2.8% |
| 2 | 1492379 | |
| 3 | 1914431 | |
| 4 | 2126287 | |
| 5 | 2180537 | |
| 6 | 2592077 | |
| 7 | 3586305 | |
| 8 | 1995636 | |
| 9 | 1262383 | 3.7% |
| Value | Count | Frequency (%) |
| 30 | 3477322 | |
| 29 | 191037 | 0.6% |
| 28 | 274572 | 0.8% |
| 27 | 219711 | 0.6% |
| 26 | 190449 | 0.6% |
| 25 | 194638 | 0.6% |
| 24 | 207537 | 0.6% |
| 23 | 241605 | 0.7% |
| 22 | 329575 | 1.0% |
| 21 | 473730 | 1.4% |
aisle
Text
| Distinct | 134 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 GiB |
Length
| Max length | 29 |
|---|---|
| Median length | 23 |
| Mean length | 14.450213 |
| Min length | 3 |
Characters and Unicode
| Total characters | 488693272 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | eggs |
|---|---|
| 2nd row | eggs |
| 3rd row | eggs |
| 4th row | eggs |
| 5th row | eggs |
| Value | Count | Frequency (%) |
| fresh | 8164266 | 11.4% |
| vegetables | 5740245 | 8.0% |
| fruits | 5654560 | 7.9% |
| packaged | 3336032 | 4.6% |
| frozen | 1815757 | 2.5% |
| water | 1756300 | 2.4% |
| yogurt | 1507583 | 2.1% |
| ice | 1053908 | 1.5% |
| cheese | 1021462 | 1.4% |
| milk | 923659 | 1.3% |
| Other values (194) | 40904008 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 69815725 | |
| s | 46320231 | 9.5% |
| r | 41408867 | 8.5% |
| a | 38341120 | 7.8% |
| 38058674 | 7.8% | |
| t | 28715171 | 5.9% |
| f | 21059844 | 4.3% |
| i | 19554782 | 4.0% |
| o | 18449477 | 3.8% |
| g | 18244592 | 3.7% |
| Other values (16) | 148724789 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 450634598 | |
| Space Separator | 38058674 | 7.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 69815725 | |
| s | 46320231 | 10.3% |
| r | 41408867 | 9.2% |
| a | 38341120 | 8.5% |
| t | 28715171 | 6.4% |
| f | 21059844 | 4.7% |
| i | 19554782 | 4.3% |
| o | 18449477 | 4.1% |
| g | 18244592 | 4.0% |
| c | 17451700 | 3.9% |
| Other values (15) | 131273089 |
Space Separator
| Value | Count | Frequency (%) |
| 38058674 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 450634598 | |
| Common | 38058674 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 69815725 | |
| s | 46320231 | 10.3% |
| r | 41408867 | 9.2% |
| a | 38341120 | 8.5% |
| t | 28715171 | 6.4% |
| f | 21059844 | 4.7% |
| i | 19554782 | 4.3% |
| o | 18449477 | 4.1% |
| g | 18244592 | 4.0% |
| c | 17451700 | 3.9% |
| Other values (15) | 131273089 |
Common
| Value | Count | Frequency (%) |
| 38058674 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 488693272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 69815725 | |
| s | 46320231 | 9.5% |
| r | 41408867 | 8.5% |
| a | 38341120 | 7.8% |
| 38058674 | 7.8% | |
| t | 28715171 | 5.9% |
| f | 21059844 | 4.3% |
| i | 19554782 | 4.0% |
| o | 18449477 | 3.8% |
| g | 18244592 | 3.7% |
| Other values (16) | 148724789 |
department
Categorical
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 GiB |
| produce | |
|---|---|
| dairy eggs | |
| snacks | |
| beverages | |
| frozen | |
| Other values (16) |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 7.9994354 |
| Min length | 4 |
Characters and Unicode
| Total characters | 270533754 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | dairy eggs |
|---|---|
| 2nd row | dairy eggs |
| 3rd row | dairy eggs |
| 4th row | dairy eggs |
| 5th row | dairy eggs |
Common Values
| Value | Count | Frequency (%) |
| produce | 9888378 | |
| dairy eggs | 5631067 | |
| snacks | 3006412 | 8.9% |
| beverages | 2804175 | 8.3% |
| frozen | 2336858 | 6.9% |
| pantry | 1956819 | 5.8% |
| bakery | 1225181 | 3.6% |
| canned goods | 1114857 | 3.3% |
| deli | 1095540 | 3.2% |
| dry goods pasta | 905340 | 2.7% |
| Other values (11) | 3854479 | 11.4% |
Length
| Value | Count | Frequency (%) |
| produce | 9888378 | |
| dairy | 5631067 | |
| eggs | 5631067 | |
| snacks | 3006412 | 6.9% |
| beverages | 2804175 | 6.4% |
| frozen | 2336858 | 5.4% |
| goods | 2020197 | 4.6% |
| pantry | 1956819 | 4.5% |
| bakery | 1225181 | 2.8% |
| canned | 1114857 | 2.6% |
| Other values (16) | 7968630 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 34494194 | |
| r | 26743514 | 9.9% |
| a | 22603538 | 8.4% |
| d | 22169269 | 8.2% |
| s | 20791011 | 7.7% |
| o | 20399932 | 7.5% |
| g | 16163902 | 6.0% |
| c | 14637634 | 5.4% |
| p | 13321451 | 4.9% |
| n | 10919357 | 4.0% |
| Other values (13) | 68289952 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 260769219 | |
| Space Separator | 9764535 | 3.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 34494194 | |
| r | 26743514 | |
| a | 22603538 | 8.7% |
| d | 22169269 | 8.5% |
| s | 20791011 | 8.0% |
| o | 20399932 | 7.8% |
| g | 16163902 | 6.2% |
| c | 14637634 | 5.6% |
| p | 13321451 | 5.1% |
| n | 10919357 | 4.2% |
| Other values (12) | 58525417 |
Space Separator
| Value | Count | Frequency (%) |
| 9764535 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 260769219 | |
| Common | 9764535 | 3.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 34494194 | |
| r | 26743514 | |
| a | 22603538 | 8.7% |
| d | 22169269 | 8.5% |
| s | 20791011 | 8.0% |
| o | 20399932 | 7.8% |
| g | 16163902 | 6.2% |
| c | 14637634 | 5.6% |
| p | 13321451 | 5.1% |
| n | 10919357 | 4.2% |
| Other values (12) | 58525417 |
Common
| Value | Count | Frequency (%) |
| 9764535 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270533754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 34494194 | |
| r | 26743514 | 9.9% |
| a | 22603538 | 8.4% |
| d | 22169269 | 8.2% |
| s | 20791011 | 7.7% |
| o | 20399932 | 7.5% |
| g | 16163902 | 6.0% |
| c | 14637634 | 5.4% |
| p | 13321451 | 4.9% |
| n | 10919357 | 4.0% |
| Other values (13) | 68289952 |
| add_to_cart_order | aisle_id | days_since_prior_order | department | department_id | eval_set | order_dow | order_hour_of_day | order_id | order_number | product_id | reordered | user_id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| add_to_cart_order | 1.000 | 0.006 | 0.076 | 0.030 | 0.015 | 0.010 | -0.015 | -0.015 | -0.000 | 0.001 | 0.009 | 0.097 | 0.000 |
| aisle_id | 0.006 | 1.000 | 0.006 | 0.438 | 0.021 | 0.006 | -0.002 | -0.002 | -0.000 | 0.001 | 0.005 | 0.088 | 0.000 |
| days_since_prior_order | 0.076 | 0.006 | 1.000 | 0.018 | -0.001 | 0.140 | -0.043 | -0.002 | 0.000 | -0.383 | 0.001 | 0.141 | 0.000 |
| department | 0.030 | 0.438 | 0.018 | 1.000 | -0.099 | 0.019 | -0.011 | 0.002 | -0.000 | 0.008 | 0.047 | 0.198 | -0.001 |
| department_id | 0.015 | 0.021 | -0.001 | -0.099 | 1.000 | 0.007 | 0.006 | -0.012 | -0.000 | 0.005 | -0.022 | 0.158 | 0.000 |
| eval_set | 0.010 | 0.006 | 0.140 | 0.019 | 0.007 | 1.000 | -0.005 | 0.008 | -0.001 | 0.022 | -0.000 | 0.004 | 0.001 |
| order_dow | -0.015 | -0.002 | -0.043 | -0.011 | 0.006 | -0.005 | 1.000 | 0.012 | 0.001 | 0.014 | -0.003 | 0.017 | -0.002 |
| order_hour_of_day | -0.015 | -0.002 | -0.002 | 0.002 | -0.012 | 0.008 | 0.012 | 1.000 | 0.001 | -0.047 | 0.001 | 0.037 | 0.000 |
| order_id | -0.000 | -0.000 | 0.000 | -0.000 | -0.000 | -0.001 | 0.001 | 0.001 | 1.000 | -0.000 | -0.000 | 0.001 | -0.001 |
| order_number | 0.001 | 0.001 | -0.383 | 0.008 | 0.005 | 0.022 | 0.014 | -0.047 | -0.000 | 1.000 | -0.002 | 0.337 | -0.001 |
| product_id | 0.009 | 0.005 | 0.001 | 0.047 | -0.022 | -0.000 | -0.003 | 0.001 | -0.000 | -0.002 | 1.000 | 0.040 | 0.000 |
| reordered | 0.097 | 0.088 | 0.141 | 0.198 | 0.158 | 0.004 | 0.017 | 0.037 | 0.001 | 0.337 | 0.040 | 1.000 | -0.001 |
| user_id | 0.000 | 0.000 | 0.000 | -0.001 | 0.000 | 0.001 | -0.002 | 0.000 | -0.001 | -0.001 | 0.000 | -0.001 | 1.000 |